Support Vector Machine Classifier

The objective of the support vector machine algorithm is to find a hyperplane in N-dimensional space(N — the number of features) that distinctly classify the data points. Now how it actually works? We have already seen Support Vector Machine in-depth in Regression but this time we will fancy ourselves and dive into this Classification Mystery. One of the most important algo in the world of ML.

Oct 11, 2020, 3:00 – 4:15 PM

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Key Themes

Machine Learning

About this event

Workshop 11 | Machine Learning: Zero to Hero

The objective of the support vector machine algorithm is to find a hyperplane in N-dimensional space(N — the number of features) that distinctly classify the data points. Now how it actually works? SVM in the real-world has been used to classify images and for facial recognition, if we take ourselves back in the 1990s to 2004. Thanks to Neural Networks, we can do bigger things. But just for a record, learning SVM is fun. SVM is still pretty much involved in the lives of Data Scientists and AI Engineers. After all Classical never leaves you 😁

We have already seen Support Vector Machine in-depth in Regression but this time we will fancy ourselves and dive into this Classification Mystery. One of the most important algorithms in the world of Machine Learning. 

When

When

Sunday, October 11, 2020
3:00 PM – 4:15 PM UTC

Agenda

3:00 PMIntroduction to Support Vector Machine
3:20 PMPython Implementation of SVM Classifier
3:35 PMTraining SVM Model
3:45 PMModel Evaluation
4:00 PMQ/A

Speaker

  • Muhammad Huzaifa Shahbaz

    Lenaar Digital

    Co-founder

Partners

Amal4Ajar logo

Amal4Ajar

IEEE Computer Society SSUET logo

IEEE Computer Society SSUET

IEEE SSUET - Student Branch logo

IEEE SSUET - Student Branch

Office of Research, Innovation & Commercialization - ORIC logo

Office of Research, Innovation & Commercialization - ORIC

Women in Engineering - Sir Syed University logo

Women in Engineering - Sir Syed University

Organizers

  • Laiba Rafiq

    GDSC Lead

  • Maaz Farman

    SPARK⚡BIZ

    Community Mentor

  • shayan faiz

    techrics

    Outreach Coordinator

  • Muhammad Ahmer Zubair

    Sharp Edge

    Media Creative Lead

  • Ehtisham Ul Haq

    Tech Lead

  • Mohammad Nabeel Sohail

    AI and Chatbot Developer | Full Stack Web | PAFLA Ambassador | Public Speaker | Trainer

    Communications Lead

  • Kashan Khan Ghori

    Softseek International

    Operations Lead

  • Daniyal Jamil

    Technology Links

    Marketing Lead

  • Sami Faiz Qureshi

    ConciSafe

    Event Management Lead

  • Maham Amjad

    Content Writing Lead

  • Syed Affan Hussain

    HnH Soft Tech Solutions Pvt Ltd

    Host

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